Time-Series EDA

Dataset statistics

Number of variables	19
Number of observations	78503
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	12.0 MiB
Average record size in memory	160.0 B

Variable types

TimeSeries	16
Numeric	3

Alerts

`Physical Reads Per Sec` is highly overall correlated with `Physical Writes Per Sec` and 7 other fields	High correlation
`Physical Writes Per Sec` is highly overall correlated with `Physical Reads Per Sec` and 3 other fields	High correlation
`Hard Parse Count Per Sec` is highly overall correlated with `User Rollbacks Per Sec` and 7 other fields	High correlation
`User Rollbacks Per Sec` is highly overall correlated with `Hard Parse Count Per Sec` and 4 other fields	High correlation
`Logical Reads Per Sec` is highly overall correlated with `Physical Reads Per Sec` and 12 other fields	High correlation
`I/O Megabytes per Second` is highly overall correlated with `Physical Reads Per Sec` and 10 other fields	High correlation
`User Commits Per Sec` is highly overall correlated with `Logical Reads Per Sec` and 9 other fields	High correlation
`Executions Per Sec` is highly overall correlated with `Logical Reads Per Sec` and 9 other fields	High correlation
`Redo Generated Per Sec` is highly overall correlated with `Physical Writes Per Sec` and 8 other fields	High correlation
`DB Block Changes Per Sec` is highly overall correlated with `Physical Writes Per Sec` and 8 other fields	High correlation
`CPU Usage Per Sec` is highly overall correlated with `Physical Reads Per Sec` and 11 other fields	High correlation
`Average Active Sessions` is highly overall correlated with `Physical Reads Per Sec` and 13 other fields	High correlation
`Host CPU Usage Per Sec` is highly overall correlated with `Physical Reads Per Sec` and 12 other fields	High correlation
`Consistent Read Gets Per Sec` is highly overall correlated with `Physical Reads Per Sec` and 10 other fields	High correlation
`Logons Per Sec` is highly overall correlated with `User Calls Per Sec`	High correlation
`User Calls Per Sec` is highly overall correlated with `Hard Parse Count Per Sec` and 9 other fields	High correlation
`Database Time Per Sec` is highly overall correlated with `Physical Reads Per Sec` and 13 other fields	High correlation
`Physical Reads Per Sec` is non stationary	Non stationary
`Physical Writes Per Sec` is non stationary	Non stationary
`User Rollbacks Per Sec` is non stationary	Non stationary
`Logical Reads Per Sec` is non stationary	Non stationary
`I/O Megabytes per Second` is non stationary	Non stationary
`DBWR Checkpoints Per Sec` is non stationary	Non stationary
`User Commits Per Sec` is non stationary	Non stationary
`Executions Per Sec` is non stationary	Non stationary
`Redo Generated Per Sec` is non stationary	Non stationary
`DB Block Changes Per Sec` is non stationary	Non stationary
`CPU Usage Per Sec` is non stationary	Non stationary
`Average Active Sessions` is non stationary	Non stationary
`Host CPU Usage Per Sec` is non stationary	Non stationary
`Consistent Read Gets Per Sec` is non stationary	Non stationary
`User Calls Per Sec` is non stationary	Non stationary
`Database Time Per Sec` is non stationary	Non stationary
`Physical Reads Per Sec` is seasonal	Seasonal
`Physical Writes Per Sec` is seasonal	Seasonal
`User Rollbacks Per Sec` is seasonal	Seasonal
`Logical Reads Per Sec` is seasonal	Seasonal
`I/O Megabytes per Second` is seasonal	Seasonal
`DBWR Checkpoints Per Sec` is seasonal	Seasonal
`User Commits Per Sec` is seasonal	Seasonal
`Executions Per Sec` is seasonal	Seasonal
`Redo Generated Per Sec` is seasonal	Seasonal
`DB Block Changes Per Sec` is seasonal	Seasonal
`CPU Usage Per Sec` is seasonal	Seasonal
`Average Active Sessions` is seasonal	Seasonal
`Host CPU Usage Per Sec` is seasonal	Seasonal
`Consistent Read Gets Per Sec` is seasonal	Seasonal
`User Calls Per Sec` is seasonal	Seasonal
`Database Time Per Sec` is seasonal	Seasonal
`Enqueue Waits Per Sec` is highly skewed (γ1 = 20.74190144)	Skewed
`Redo Generated Per Sec` has unique values	Unique
`Consistent Read Gets Per Sec` has unique values	Unique
`Database Time Per Sec` has unique values	Unique
`DBWR Checkpoints Per Sec` has 2487 (3.2%) zeros	Zeros

Reproduction

Analysis started	2023-03-23 15:47:31.604147
Analysis finished	2023-03-23 15:54:51.645541
Duration	7 minutes and 20.04 seconds
Software version	ydata-profiling vv4.1.1
Download configuration	config.json

Physical Reads Per Sec
Numeric time series

HIGH CORRELATION NON STATIONARY SEASONAL

Distinct	78495
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	29548.346
Minimum	0
Maximum	414613.47
Zeros	1
Zeros (%)	< 0.1%
Memory size	1.2 MiB

Quantile statistics

Minimum	0
5-th percentile	2100.7743
Q1	10480.828
median	25204.96
Q3	41068.523
95-th percentile	75396.082
Maximum	414613.47
Range	414613.47
Interquartile range (IQR)	30587.695

Descriptive statistics

Standard deviation	24886.022
Coefficient of variation (CV)	0.84221372
Kurtosis	7.7589807
Mean	29548.346
Median Absolute Deviation (MAD)	15192.917
Skewness	1.8498473
Sum	2.3196338 × 10⁹
Variance	6.1931409 × 10⁸
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2970.121131	2	< 0.1%
38637.65277	2	< 0.1%
11300	2	< 0.1%
12183.56753	2	< 0.1%
4693.500589	2	< 0.1%
2650.496382	2	< 0.1%
5744.66148	2	< 0.1%
1320.361766	2	< 0.1%
41991.23453	1	< 0.1%
31012.06982	1	< 0.1%
Other values (78485)	78485	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
12.646913	1	< 0.1%
16.846116	1	< 0.1%
30.131004	1	< 0.1%
31.830986	1	< 0.1%
33.057167	1	< 0.1%
33.587407	1	< 0.1%
34.39758	1	< 0.1%
34.561669	1	< 0.1%
34.687448	1	< 0.1%

Value	Count	Frequency (%)
414613.468	1	< 0.1%
413700.3877	1	< 0.1%
391438.1369	1	< 0.1%
324813.6725	1	< 0.1%
294994.8875	1	< 0.1%
282045.9577	1	< 0.1%
268545.0958	1	< 0.1%
268161.6029	1	< 0.1%
265436.3667	1	< 0.1%
257190.6918	1	< 0.1%

ACF and PACF

Physical Writes Per Sec
Numeric time series

HIGH CORRELATION NON STATIONARY SEASONAL

Distinct	78257
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2320.8767
Minimum	0.462963
Maximum	86166.522
Zeros	0
Zeros (%)	0.0%
Memory size	1.2 MiB

Quantile statistics

Minimum	0.462963
5-th percentile	151.23205
Q1	536.34561
median	978.0117
Q3	2181.8151
95-th percentile	8935.1099
Maximum	86166.522
Range	86166.059
Interquartile range (IQR)	1645.4695

Descriptive statistics

Standard deviation	4185.4442
Coefficient of variation (CV)	1.8033893
Kurtosis	38.368533
Mean	2320.8767
Median Absolute Deviation (MAD)	576.17544
Skewness	5.1174596
Sum	1.8219578 × 10⁸
Variance	17517943
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
366.666667	3	< 0.1%
325.222846	2	< 0.1%
712.506278	2	< 0.1%
715.370432	2	< 0.1%
1463.636364	2	< 0.1%
1068.827264	2	< 0.1%
1289.926618	2	< 0.1%
365.811106	2	< 0.1%
1561.362115	2	< 0.1%
877.733333	2	< 0.1%
Other values (78247)	78482	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.462963	1	< 0.1%
0.512651	1	< 0.1%
0.573937	1	< 0.1%
0.806858	1	< 0.1%
0.92437	1	< 0.1%
6.740459	1	< 0.1%
7.619835	1	< 0.1%
7.669421	1	< 0.1%
7.918628	1	< 0.1%
8.086752	1	< 0.1%

Value	Count	Frequency (%)
86166.52196	1	< 0.1%
65304.69499	1	< 0.1%
61672.68997	1	< 0.1%
61672.21201	1	< 0.1%
61499.25738	1	< 0.1%
61123.85352	1	< 0.1%
61098.58381	1	< 0.1%
59607.10877	1	< 0.1%
59551.80602	1	< 0.1%
59509.48478	1	< 0.1%

ACF and PACF

Hard Parse Count Per Sec
Real number (ℝ)

Distinct	56641
Distinct (%)	72.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.7731629

Minimum	0
Maximum	519.63685
Zeros	4
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.2 MiB

Quantile statistics

Minimum	0
5-th percentile	1.439682
Q1	3.991932
median	7.380753
Q3	11.629829
95-th percentile	18.804175
Maximum	519.63685
Range	519.63685
Interquartile range (IQR)	7.6378975

Descriptive statistics

Standard deviation	10.726805
Coefficient of variation (CV)	1.2226839
Kurtosis	667.24177
Mean	8.7731629
Median Absolute Deviation (MAD)	3.686999
Skewness	19.298761
Sum	688719.6
Variance	115.06434
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	11	< 0.1%
3.225806	10	< 0.1%
9.090909	10	< 0.1%
2.857143	9	< 0.1%
5.882353	9	< 0.1%
6.25	8	< 0.1%
5.149279	8	< 0.1%
3.808725	7	< 0.1%
11.764706	7	< 0.1%
5.263158	7	< 0.1%
Other values (56631)	78417	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4	< 0.1%
0.016548	1	< 0.1%
0.01657	1	< 0.1%
0.016581	1	< 0.1%
0.01679	1	< 0.1%
0.016807	1	< 0.1%
0.016832	1	< 0.1%
0.033047	1	< 0.1%
0.033091	1	< 0.1%
0.033151	1	< 0.1%

Value	Count	Frequency (%)
519.636853	1	< 0.1%
516.517857	1	< 0.1%
514.863081	1	< 0.1%
511.879195	1	< 0.1%
511.22668	1	< 0.1%
510.760852	1	< 0.1%
492.012726	1	< 0.1%
436.718619	1	< 0.1%
428.032922	1	< 0.1%
423.044646	1	< 0.1%

User Rollbacks Per Sec
Numeric time series

HIGH CORRELATION NON STATIONARY SEASONAL

Distinct	74394
Distinct (%)	94.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	60.129466
Minimum	0
Maximum	1879.845
Zeros	95
Zeros (%)	0.1%
Memory size	1.2 MiB

Quantile statistics

Minimum	0
5-th percentile	5.0517162
Q1	21.243827
median	45.151007
Q3	82.756021
95-th percentile	156.45281
Maximum	1879.845
Range	1879.845
Interquartile range (IQR)	61.512194

Descriptive statistics

Standard deviation	63.728616
Coefficient of variation (CV)	1.0598567
Kurtosis	116.38684
Mean	60.129466
Median Absolute Deviation (MAD)	27.994227
Skewness	6.9562695
Sum	4720343.5
Variance	4061.3364
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	95	0.1%
0.016795	8	< 0.1%
50	7	< 0.1%
40	7	< 0.1%
0.016521	5	< 0.1%
0.016779	5	< 0.1%
0.033591	5	< 0.1%
0.016507	5	< 0.1%
0.016804	5	< 0.1%
0.033574	5	< 0.1%
Other values (74384)	78356	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	95	0.1%
0.016491	1	< 0.1%
0.016496	1	< 0.1%
0.016499	1	< 0.1%
0.016502	2	< 0.1%
0.016504	3	< 0.1%
0.016507	5	< 0.1%
0.01651	3	< 0.1%
0.016513	1	< 0.1%
0.016515	2	< 0.1%

Value	Count	Frequency (%)
1879.844961	1	< 0.1%
1796.06497	1	< 0.1%
1730.202336	1	< 0.1%
1650.776423	1	< 0.1%
1603.195425	1	< 0.1%
1536.440258	1	< 0.1%
1533.659194	1	< 0.1%
1511.297071	1	< 0.1%
1487.592468	1	< 0.1%
1476.634742	1	< 0.1%

ACF and PACF

Logical Reads Per Sec
Numeric time series

HIGH CORRELATION NON STATIONARY SEASONAL

Distinct	78502
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	681622.77
Minimum	6158.9226
Maximum	5263690.7
Zeros	0
Zeros (%)	0.0%
Memory size	1.2 MiB

Quantile statistics

Minimum	6158.9226
5-th percentile	164618.05
Q1	392831.93
median	679735.85
Q3	919142.56
95-th percentile	1247587.2
Maximum	5263690.7
Range	5257531.8
Interquartile range (IQR)	526310.63

Descriptive statistics

Standard deviation	358216.22
Coefficient of variation (CV)	0.52553442
Kurtosis	5.3101796
Mean	681622.77
Median Absolute Deviation (MAD)	262541.72
Skewness	0.94587819
Sum	5.3509432 × 10¹⁰
Variance	1.2831886 × 10¹¹
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	8.04682694 × 10^-30

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
910821.5506	2	< 0.1%
154055.3793	1	< 0.1%
810591.0992	1	< 0.1%
787702.827	1	< 0.1%
799405.2692	1	< 0.1%
836719.1066	1	< 0.1%
758114.9749	1	< 0.1%
702362.5313	1	< 0.1%
756856.3313	1	< 0.1%
712854.0486	1	< 0.1%
Other values (78492)	78492	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6158.922559	1	< 0.1%
9189.249627	1	< 0.1%
9422.642762	1	< 0.1%
9695.390483	1	< 0.1%
12277.80172	1	< 0.1%
12550.9761	1	< 0.1%
12604.4981	1	< 0.1%
12731.5363	1	< 0.1%
13291.15761	1	< 0.1%
13342.91478	1	< 0.1%

Value	Count	Frequency (%)
5263690.682	1	< 0.1%
5170981.104	1	< 0.1%
5068388.295	1	< 0.1%
4901475.542	1	< 0.1%
4770479.997	1	< 0.1%
4636225.33	1	< 0.1%
4567017.522	1	< 0.1%
4505719.394	1	< 0.1%
4431446.823	1	< 0.1%
4348935.622	1	< 0.1%

ACF and PACF

I/O Megabytes per Second
Numeric time series

HIGH CORRELATION NON STATIONARY SEASONAL

Distinct	77544
Distinct (%)	98.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	276.64787
Minimum	0.530592
Maximum	3240.0034
Zeros	0
Zeros (%)	0.0%
Memory size	1.2 MiB

Quantile statistics

Minimum	0.530592
5-th percentile	26.177025
Q1	114.97923
median	242.43837
Q3	374.99793
95-th percentile	678.7411
Maximum	3240.0034
Range	3239.4728
Interquartile range (IQR)	260.0187

Descriptive statistics

Standard deviation	215.68161
Coefficient of variation (CV)	0.77962504
Kurtosis	6.3545659
Mean	276.64787
Median Absolute Deviation (MAD)	129.65099
Skewness	1.7163961
Sum	21717688
Variance	46518.555
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
200	4	< 0.1%
53.293611	3	< 0.1%
32.886905	3	< 0.1%
366.666667	3	< 0.1%
88.888889	3	< 0.1%
17.952172	3	< 0.1%
258.514553	3	< 0.1%
21.332436	3	< 0.1%
301.023318	3	< 0.1%
153.054822	3	< 0.1%
Other values (77534)	78472	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.530592	1	< 0.1%
0.61309	1	< 0.1%
0.629452	1	< 0.1%
0.679821	1	< 0.1%
0.824222	1	< 0.1%
0.82575	1	< 0.1%
0.909241	1	< 0.1%
1.024793	1	< 0.1%
1.043911	1	< 0.1%
1.247682	1	< 0.1%

Value	Count	Frequency (%)
3240.003372	1	< 0.1%
3227.138047	1	< 0.1%
3050.058853	1	< 0.1%
2610.059662	1	< 0.1%
2376.496083	1	< 0.1%
2374.396537	1	< 0.1%
2352.107728	1	< 0.1%
2340.221707	1	< 0.1%
2265.800067	1	< 0.1%
2235.259161	1	< 0.1%

ACF and PACF

DBWR Checkpoints Per Sec
Numeric time series

NON STATIONARY SEASONAL ZEROS

Distinct	43707
Distinct (%)	55.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	20.245354
Minimum	0
Maximum	758.49629
Zeros	2487
Zeros (%)	3.2%
Memory size	1.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0.016804
Q1	0.428831
median	1.614802
Q3	5.034172
95-th percentile	132.23767
Maximum	758.49629
Range	758.49629
Interquartile range (IQR)	4.605341

Descriptive statistics

Standard deviation	50.940552
Coefficient of variation (CV)	2.5161601
Kurtosis	21.191427
Mean	20.245354
Median Absolute Deviation (MAD)	1.431132
Skewness	3.7661346
Sum	1589321
Variance	2594.9398
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	2.043847653 × 10^-30

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2487	3.2%
0.016804	39	< 0.1%
0.016787	34	< 0.1%
0.016784	32	< 0.1%
0.033512	31	< 0.1%
0.016801	31	< 0.1%
0.033047	30	< 0.1%
0.016762	29	< 0.1%
0.016767	29	< 0.1%
0.016521	28	< 0.1%
Other values (43697)	75733	96.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2487	3.2%
0.016399	1	< 0.1%
0.016412	1	< 0.1%
0.016423	1	< 0.1%
0.016431	1	< 0.1%
0.016434	1	< 0.1%
0.016437	3	< 0.1%
0.016439	1	< 0.1%
0.016442	5	< 0.1%
0.016445	2	< 0.1%

Value	Count	Frequency (%)
758.496291	1	< 0.1%
751.193238	1	< 0.1%
739.615644	1	< 0.1%
737.493784	1	< 0.1%
736.929041	1	< 0.1%
734.415907	1	< 0.1%
731.443726	1	< 0.1%
729.794405	1	< 0.1%
728.227165	1	< 0.1%
721.769166	1	< 0.1%

ACF and PACF

User Commits Per Sec
Numeric time series

HIGH CORRELATION NON STATIONARY SEASONAL

Distinct	77956
Distinct (%)	99.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	757.28228
Minimum	0
Maximum	32718.041
Zeros	1
Zeros (%)	< 0.1%
Memory size	1.2 MiB

Quantile statistics

Minimum	0
5-th percentile	95.496167
Q1	310.44645
median	580.65422
Q3	797.56021
95-th percentile	1917.0589
Maximum	32718.041
Range	32718.041
Interquartile range (IQR)	487.11376

Descriptive statistics

Standard deviation	1085.1564
Coefficient of variation (CV)	1.4329615
Kurtosis	60.88583
Mean	757.28228
Median Absolute Deviation (MAD)	246.06261
Skewness	6.1732464
Sum	59448931
Variance	1177564.3
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
200	4	< 0.1%
315.558912	3	< 0.1%
212.920792	3	< 0.1%
933.333333	3	< 0.1%
396.278914	3	< 0.1%
752.166749	3	< 0.1%
368.436975	3	< 0.1%
738.751255	2	< 0.1%
874.958208	2	< 0.1%
628.504281	2	< 0.1%
Other values (77946)	78475	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1.890614	1	< 0.1%
1.975432	1	< 0.1%
2.008299	1	< 0.1%
2.124834	1	< 0.1%
2.207469	1	< 0.1%
2.257261	1	< 0.1%
2.290456	1	< 0.1%
2.307054	1	< 0.1%
2.324037	1	< 0.1%

Value	Count	Frequency (%)
32718.04132	1	< 0.1%
29225.34269	1	< 0.1%
27658.40357	1	< 0.1%
23356.53775	1	< 0.1%
21386.32937	1	< 0.1%
19681.42692	1	< 0.1%
18142.00234	1	< 0.1%
15858.80181	1	< 0.1%
15626.65885	1	< 0.1%
15541.28364	1	< 0.1%

ACF and PACF

Enqueue Waits Per Sec
Real number (ℝ)

Distinct	76796
Distinct (%)	97.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	159.64771

Minimum	0.184224
Maximum	10809.95
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 MiB

Quantile statistics

Minimum	0.184224
5-th percentile	16.702894
Q1	78.260146
median	145.54896
Q3	199.34859
95-th percentile	380.06528
Maximum	10809.95
Range	10809.766
Interquartile range (IQR)	121.08844

Descriptive statistics

Standard deviation	151.23999
Coefficient of variation (CV)	0.94733578
Kurtosis	1077.3181
Mean	159.64771
Median Absolute Deviation (MAD)	60.719548
Skewness	20.741901
Sum	12532824
Variance	22873.534
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
200	7	< 0.1%
137.5	4	< 0.1%
133.333333	4	< 0.1%
157.465392	3	< 0.1%
158.823529	3	< 0.1%
168.144554	3	< 0.1%
186.666667	3	< 0.1%
94.117647	3	< 0.1%
141.666667	3	< 0.1%
163.145579	3	< 0.1%
Other values (76786)	78467	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.184224	1	< 0.1%
0.229961	1	< 0.1%
0.233996	1	< 0.1%
0.235294	1	< 0.1%
0.250376	1	< 0.1%
0.301255	1	< 0.1%
0.302928	1	< 0.1%
0.329435	1	< 0.1%
0.333556	1	< 0.1%
0.34728	2	< 0.1%

Value	Count	Frequency (%)
10809.95041	1	< 0.1%
10088.69018	1	< 0.1%
8446.534326	1	< 0.1%
8099.395466	1	< 0.1%
7571.758557	1	< 0.1%
7314.657602	1	< 0.1%
7059.099189	1	< 0.1%
6800.960106	1	< 0.1%
5750.717058	1	< 0.1%
5226.315789	1	< 0.1%

Executions Per Sec
Numeric time series

HIGH CORRELATION NON STATIONARY SEASONAL

Distinct	78462
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	33287.103
Minimum	0
Maximum	297473.55
Zeros	35
Zeros (%)	< 0.1%
Memory size	1.2 MiB

Quantile statistics

Minimum	0
5-th percentile	7371.1909
Q1	17979.492
median	30602.874
Q3	42770.942
95-th percentile	66363.835
Maximum	297473.55
Range	297473.55
Interquartile range (IQR)	24791.45

Descriptive statistics

Standard deviation	23332.76
Coefficient of variation (CV)	0.70095497
Kurtosis	15.405955
Mean	33287.103
Median Absolute Deviation (MAD)	12414.378
Skewness	2.8480832
Sum	2.6131375 × 10⁹
Variance	5.444177 × 10⁸
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	35	< 0.1%
11074.63479	2	< 0.1%
18089.68934	2	< 0.1%
50940.53512	2	< 0.1%
13745.13854	2	< 0.1%
41525.91168	2	< 0.1%
26460.34108	2	< 0.1%
41464.75904	2	< 0.1%
19780.06941	1	< 0.1%
35148.75105	1	< 0.1%
Other values (78452)	78452	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	35	< 0.1%
219.574755	1	< 0.1%
238.53815	1	< 0.1%
263.136929	1	< 0.1%
264.475432	1	< 0.1%
265.338645	1	< 0.1%
269.769753	1	< 0.1%
272.215768	1	< 0.1%
272.315353	1	< 0.1%
288.649187	1	< 0.1%

Value	Count	Frequency (%)
297473.5457	1	< 0.1%
289907.4844	1	< 0.1%
280832.0101	1	< 0.1%
275776.9167	1	< 0.1%
272277.691	1	< 0.1%
268272.7001	1	< 0.1%
266789.3249	1	< 0.1%
260734.3005	1	< 0.1%
259853.1869	1	< 0.1%
255724.9917	1	< 0.1%

ACF and PACF

Redo Generated Per Sec
Numeric time series

HIGH CORRELATION NON STATIONARY SEASONAL UNIQUE

Distinct	78503
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4766772.7
Minimum	13901.66
Maximum	1.4612018 × 10⁸
Zeros	0
Zeros (%)	0.0%
Memory size	1.2 MiB

Quantile statistics

Minimum	13901.66
5-th percentile	510434.76
Q1	1762806.6
median	3078103.4
Q3	4721574.7
95-th percentile	16542621
Maximum	1.4612018 × 10⁸
Range	1.4610628 × 10⁸
Interquartile range (IQR)	2958768.1

Descriptive statistics

Standard deviation	5896860.6
Coefficient of variation (CV)	1.2370761
Kurtosis	34.800476
Mean	4766772.7
Median Absolute Deviation (MAD)	1438135.1
Skewness	4.3318546
Sum	3.7420596 × 10¹¹
Variance	3.4772964 × 10¹³
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
414887.5227	1	< 0.1%
3797452.367	1	< 0.1%
2715027.768	1	< 0.1%
2724349.415	1	< 0.1%
2647577.514	1	< 0.1%
2703213.065	1	< 0.1%
2577719.244	1	< 0.1%
2506052.692	1	< 0.1%
2941851.668	1	< 0.1%
2900993.564	1	< 0.1%
Other values (78493)	78493	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13901.66003	1	< 0.1%
16837.17842	1	< 0.1%
17390.01848	1	< 0.1%
18337.35737	1	< 0.1%
19760.90051	1	< 0.1%
20219.80165	1	< 0.1%
20238.82275	1	< 0.1%
20322.4693	1	< 0.1%
21513.13265	1	< 0.1%
22179.1411	1	< 0.1%

Value	Count	Frequency (%)
146120177.6	1	< 0.1%
107072962.1	1	< 0.1%
99705854.39	1	< 0.1%
95113839.73	1	< 0.1%
91062848.71	1	< 0.1%
89849617.93	1	< 0.1%
88651947.28	1	< 0.1%
87683785.42	1	< 0.1%
86785413.09	1	< 0.1%
86049779.44	1	< 0.1%

ACF and PACF

DB Block Changes Per Sec
Numeric time series

HIGH CORRELATION NON STATIONARY SEASONAL

Distinct	78469
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	17874.018
Minimum	0
Maximum	566312.84
Zeros	16
Zeros (%)	< 0.1%
Memory size	1.2 MiB

Quantile statistics

Minimum	0
5-th percentile	2057.3751
Q1	6804.948
median	10964.16
Q3	17787.27
95-th percentile	62703.389
Maximum	566312.84
Range	566312.84
Interquartile range (IQR)	10982.322

Descriptive statistics

Standard deviation	22590.487
Coefficient of variation (CV)	1.263873
Kurtosis	29.90537
Mean	17874.018
Median Absolute Deviation (MAD)	4943.2458
Skewness	4.0110843
Sum	1.403164 × 10⁹
Variance	5.1033012 × 10⁸
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	16	< 0.1%
1677.281007	2	< 0.1%
11899.0985	2	< 0.1%
2367.472673	2	< 0.1%
9338.014326	2	< 0.1%
8265.198459	2	< 0.1%
5901.841621	2	< 0.1%
4117.436662	2	< 0.1%
7892.258926	2	< 0.1%
10253.57918	2	< 0.1%
Other values (78459)	78469	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	16	< 0.1%
64.947068	1	< 0.1%
65.156276	1	< 0.1%
71.995293	1	< 0.1%
74.053785	1	< 0.1%
83.476679	1	< 0.1%
87.236515	1	< 0.1%
87.531089	1	< 0.1%
88.971561	1	< 0.1%
95.696077	1	< 0.1%

Value	Count	Frequency (%)
566312.8446	1	< 0.1%
562221.7712	1	< 0.1%
438705.3539	1	< 0.1%
428464.3958	1	< 0.1%
425230.9796	1	< 0.1%
377010.8081	1	< 0.1%
351541.6947	1	< 0.1%
302230.0536	1	< 0.1%
291526.1763	1	< 0.1%
286195.4477	1	< 0.1%

ACF and PACF

CPU Usage Per Sec
Numeric time series

HIGH CORRELATION NON STATIONARY SEASONAL

Distinct	78502
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1699.6032
Minimum	21.600052
Maximum	7479.7115
Zeros	0
Zeros (%)	0.0%
Memory size	1.2 MiB

Quantile statistics

Minimum	21.600052
5-th percentile	381.61787
Q1	949.73488
median	1556.7578
Q3	2349.763
95-th percentile	3412.7622
Maximum	7479.7115
Range	7458.1114
Interquartile range (IQR)	1400.0281

Descriptive statistics

Standard deviation	959.82045
Coefficient of variation (CV)	0.56473207
Kurtosis	0.34735337
Mean	1699.6032
Median Absolute Deviation (MAD)	679.28911
Skewness	0.67699748
Sum	1.3342395 × 10⁸
Variance	921255.29
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	5.512401254 × 10^-28

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
998.728908	2	< 0.1%
301.369693	1	< 0.1%
1929.184422	1	< 0.1%
2340.937938	1	< 0.1%
2015.844418	1	< 0.1%
2202.516281	1	< 0.1%
2248.158474	1	< 0.1%
2264.392714	1	< 0.1%
2206.317832	1	< 0.1%
2157.775691	1	< 0.1%
Other values (78492)	78492	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
21.600052	1	< 0.1%
25.689468	1	< 0.1%
26.228712	1	< 0.1%
29.018482	1	< 0.1%
29.521966	1	< 0.1%
30.170123	1	< 0.1%
30.549265	1	< 0.1%
31.669102	1	< 0.1%
31.673898	1	< 0.1%
31.780983	1	< 0.1%

Value	Count	Frequency (%)
7479.711474	1	< 0.1%
7289.768584	1	< 0.1%
7211.416495	1	< 0.1%
7199.863551	1	< 0.1%
7176.045918	1	< 0.1%
7152.557732	1	< 0.1%
7106.699749	1	< 0.1%
7069.575375	1	< 0.1%
7035.729417	1	< 0.1%
6998.494544	1	< 0.1%

ACF and PACF

Average Active Sessions
Numeric time series

HIGH CORRELATION NON STATIONARY SEASONAL

Distinct	78450
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	26.284078
Minimum	0.302545
Maximum	202.85754
Zeros	0
Zeros (%)	0.0%
Memory size	1.2 MiB

Quantile statistics

Minimum	0.302545
5-th percentile	5.3356702
Q1	13.88055
median	24.678667
Q3	36.696598
95-th percentile	52.803896
Maximum	202.85754
Range	202.555
Interquartile range (IQR)	22.816048

Descriptive statistics

Standard deviation	15.168757
Coefficient of variation (CV)	0.5771082
Kurtosis	0.83344927
Mean	26.284078
Median Absolute Deviation (MAD)	11.312887
Skewness	0.66700191
Sum	2063379
Variance	230.09119
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	1.242546326 × 10^-28

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12.423404	2	< 0.1%
10.703358	2	< 0.1%
14.290057	2	< 0.1%
36.052369	2	< 0.1%
15.296076	2	< 0.1%
5.112199	2	< 0.1%
11.190764	2	< 0.1%
9.449209	2	< 0.1%
36.680474	2	< 0.1%
7.215089	2	< 0.1%
Other values (78440)	78483	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.302545	1	< 0.1%
0.324671	1	< 0.1%
0.347824	1	< 0.1%
0.365153	1	< 0.1%
0.376259	1	< 0.1%
0.377535	1	< 0.1%
0.377993	1	< 0.1%
0.380035	1	< 0.1%
0.38443	1	< 0.1%
0.405927	1	< 0.1%

Value	Count	Frequency (%)
202.857543	1	< 0.1%
194.78528	1	< 0.1%
151.206537	1	< 0.1%
141.789072	1	< 0.1%
134.468115	1	< 0.1%
132.235121	1	< 0.1%
131.850179	1	< 0.1%
131.549115	1	< 0.1%
127.846127	1	< 0.1%
124.444605	1	< 0.1%

ACF and PACF

Host CPU Usage Per Sec
Numeric time series

HIGH CORRELATION NON STATIONARY SEASONAL

Distinct	78319
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2868.7751
Minimum	0
Maximum	9443.1158
Zeros	3
Zeros (%)	< 0.1%
Memory size	1.2 MiB

Quantile statistics

Minimum	0
5-th percentile	986.92676
Q1	1849.2368
median	2741.8476
Q3	3781.9449
95-th percentile	5108.0658
Maximum	9443.1158
Range	9443.1158
Interquartile range (IQR)	1932.7081

Descriptive statistics

Standard deviation	1296.9744
Coefficient of variation (CV)	0.45210041
Kurtosis	-0.082931137
Mean	2868.7751
Median Absolute Deviation (MAD)	956.21709
Skewness	0.46044487
Sum	2.2520745 × 10⁸
Variance	1682142.7
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	1.187978886 × 10^-29

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3700	3	< 0.1%
0	3	< 0.1%
3766.025427	2	< 0.1%
1085.501243	2	< 0.1%
2317.527151	2	< 0.1%
1799.496137	2	< 0.1%
2955.399835	2	< 0.1%
3447.178292	2	< 0.1%
3050.883333	2	< 0.1%
2398.630137	2	< 0.1%
Other values (78309)	78481	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	< 0.1%
247.717085	1	< 0.1%
261.045643	1	< 0.1%
261.252744	1	< 0.1%
267.363878	1	< 0.1%
270.560432	1	< 0.1%
273.788181	1	< 0.1%
273.979075	1	< 0.1%
280.899436	1	< 0.1%
281.321601	1	< 0.1%

Value	Count	Frequency (%)
9443.115762	1	< 0.1%
9442.133693	1	< 0.1%
9409.660791	1	< 0.1%
9407.709177	1	< 0.1%
9377.480472	1	< 0.1%
9326.551323	1	< 0.1%
9303.091241	1	< 0.1%
9206.271777	1	< 0.1%
9077.423109	1	< 0.1%
9024.264584	1	< 0.1%

ACF and PACF

Consistent Read Gets Per Sec
Numeric time series

HIGH CORRELATION NON STATIONARY SEASONAL UNIQUE

Distinct	78503
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	650298.78
Minimum	0
Maximum	5147791.5
Zeros	1
Zeros (%)	< 0.1%
Memory size	1.2 MiB

Quantile statistics

Minimum	0
5-th percentile	156672.25
Q1	370910.58
median	647528.89
Q3	881673.01
95-th percentile	1188811.4
Maximum	5147791.5
Range	5147791.5
Interquartile range (IQR)	510762.43

Descriptive statistics

Standard deviation	345037.65
Coefficient of variation (CV)	0.53058327
Kurtosis	5.6731849
Mean	650298.78
Median Absolute Deviation (MAD)	255028.26
Skewness	0.97992754
Sum	5.1050405 × 10¹⁰
Variance	1.1905098 × 10¹¹
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	2.029258087 × 10^-29

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
150213.3201	1	< 0.1%
790761.2682	1	< 0.1%
771303.2285	1	< 0.1%
783512.6297	1	< 0.1%
822105.6717	1	< 0.1%
743032.3283	1	< 0.1%
686302.0231	1	< 0.1%
742723.1517	1	< 0.1%
695228.4325	1	< 0.1%
781651.0727	1	< 0.1%
Other values (78493)	78493	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
5189.360996	1	< 0.1%
6023.181818	1	< 0.1%
7552.058433	1	< 0.1%
9038.992877	1	< 0.1%
9296.032537	1	< 0.1%
9380.671843	1	< 0.1%
9563.886586	1	< 0.1%
11382.91833	1	< 0.1%
11598.93758	1	< 0.1%

Value	Count	Frequency (%)
5147791.453	1	< 0.1%
5049699.715	1	< 0.1%
4953502.901	1	< 0.1%
4782969.36	1	< 0.1%
4662919.311	1	< 0.1%
4530734.449	1	< 0.1%
4453934.809	1	< 0.1%
4397406.789	1	< 0.1%
4318944.711	1	< 0.1%
4222115.074	1	< 0.1%

ACF and PACF

Logons Per Sec
Real number (ℝ)

Distinct	56842
Distinct (%)	72.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.9371367

Minimum	0.03308
Maximum	1296.3018
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 MiB

Quantile statistics

Minimum	0.03308
5-th percentile	1.207243
Q1	3.689514
median	6.719169
Q3	10.868653
95-th percentile	18.364216
Maximum	1296.3018
Range	1296.2687
Interquartile range (IQR)	7.179139

Descriptive statistics

Standard deviation	36.398309
Coefficient of variation (CV)	3.6628568
Kurtosis	414.32751
Mean	9.9371367
Median Absolute Deviation (MAD)	3.442673
Skewness	19.139908
Sum	780095.04
Variance	1324.8369
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5	10	< 0.1%
5.555556	9	< 0.1%
3.123451	9	< 0.1%
13.043478	8	< 0.1%
6.436473	8	< 0.1%
4.347826	8	< 0.1%
2.635555	8	< 0.1%
5.258737	8	< 0.1%
2.529762	8	< 0.1%
2.620527	7	< 0.1%
Other values (56832)	78420	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.03308	1	< 0.1%
0.066105	1	< 0.1%
0.066247	2	< 0.1%
0.066324	1	< 0.1%
0.067002	1	< 0.1%
0.067397	1	< 0.1%
0.082522	1	< 0.1%
0.082535	1	< 0.1%
0.082549	2	< 0.1%
0.082563	1	< 0.1%

Value	Count	Frequency (%)
1296.301824	1	< 0.1%
1259.002816	1	< 0.1%
1160.833194	1	< 0.1%
1114.15	1	< 0.1%
1082.963965	1	< 0.1%
1052.517143	1	< 0.1%
1037.541091	1	< 0.1%
1026.048454	1	< 0.1%
1016.292228	1	< 0.1%
873.785595	1	< 0.1%

User Calls Per Sec
Numeric time series

HIGH CORRELATION NON STATIONARY SEASONAL

Distinct	78460
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	31777.211
Minimum	0
Maximum	140981.08
Zeros	35
Zeros (%)	< 0.1%
Memory size	1.2 MiB

Quantile statistics

Minimum	0
5-th percentile	9108.6507
Q1	17472.789
median	26684.778
Q3	45950.498
95-th percentile	63685.858
Maximum	140981.08
Range	140981.08
Interquartile range (IQR)	28477.709

Descriptive statistics

Standard deviation	17847.133
Coefficient of variation (CV)	0.56163307
Kurtosis	-0.39749177
Mean	31777.211
Median Absolute Deviation (MAD)	12484.757
Skewness	0.60164346
Sum	2.4946064 × 10⁹
Variance	3.1852014 × 10⁸
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	3.923270546 × 10^-15

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	35	< 0.1%
18088.6843	2	< 0.1%
26497.38606	2	< 0.1%
11800.83949	2	< 0.1%
17092.80081	2	< 0.1%
24169.85306	2	< 0.1%
13500	2	< 0.1%
35889.94815	2	< 0.1%
14257.94596	2	< 0.1%
11548.99015	2	< 0.1%
Other values (78450)	78450	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	35	< 0.1%
540.229497	1	< 0.1%
558.435532	1	< 0.1%
567.049291	1	< 0.1%
645.596639	1	< 0.1%
650.738589	1	< 0.1%
658.771784	1	< 0.1%
707.285098	1	< 0.1%
720	1	< 0.1%
735.474768	1	< 0.1%

Value	Count	Frequency (%)
140981.0797	1	< 0.1%
135661.4378	1	< 0.1%
133542.8427	1	< 0.1%
131946.3793	1	< 0.1%
131827.3947	1	< 0.1%
131772.44	1	< 0.1%
131548.909	1	< 0.1%
131039.4833	1	< 0.1%
130749.4704	1	< 0.1%
127054.5868	1	< 0.1%

ACF and PACF

Database Time Per Sec
Numeric time series

HIGH CORRELATION NON STATIONARY SEASONAL UNIQUE

Distinct	78503
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2628.4078
Minimum	30.254458
Maximum	20285.754
Zeros	0
Zeros (%)	0.0%
Memory size	1.2 MiB

Quantile statistics

Minimum	30.254458
5-th percentile	533.56705
Q1	1388.0549
median	2467.8667
Q3	3669.6598
95-th percentile	5280.3896
Maximum	20285.754
Range	20255.5
Interquartile range (IQR)	2281.6048

Descriptive statistics

Standard deviation	1516.8757
Coefficient of variation (CV)	0.5771082
Kurtosis	0.83344927
Mean	2628.4078
Median Absolute Deviation (MAD)	1131.2887
Skewness	0.66700191
Sum	2.063379 × 10⁸
Variance	2300911.9
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	1.24254634 × 10^-28

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
387.990631	1	< 0.1%
3118.156356	1	< 0.1%
3435.595984	1	< 0.1%
3248.814624	1	< 0.1%
3437.62684	1	< 0.1%
3695.613764	1	< 0.1%
3410.9209	1	< 0.1%
3628.934036	1	< 0.1%
2587.462463	1	< 0.1%
3004.708034	1	< 0.1%
Other values (78493)	78493	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
30.254458	1	< 0.1%
32.467116	1	< 0.1%
34.782366	1	< 0.1%
36.515259	1	< 0.1%
37.625913	1	< 0.1%
37.753499	1	< 0.1%
37.799273	1	< 0.1%
38.003503	1	< 0.1%
38.443001	1	< 0.1%
40.59273	1	< 0.1%

Value	Count	Frequency (%)
20285.7543	1	< 0.1%
19478.52802	1	< 0.1%
15120.65367	1	< 0.1%
14178.90715	1	< 0.1%
13446.81149	1	< 0.1%
13223.51209	1	< 0.1%
13185.01788	1	< 0.1%
13154.91153	1	< 0.1%
12784.61266	1	< 0.1%
12444.46047	1	< 0.1%

ACF and PACF

Auto

Heatmap
Table

	Physical Reads Per Sec	Physical Writes Per Sec	Hard Parse Count Per Sec	User Rollbacks Per Sec	Logical Reads Per Sec	I/O Megabytes per Second	DBWR Checkpoints Per Sec	User Commits Per Sec	Enqueue Waits Per Sec	Executions Per Sec	Redo Generated Per Sec	DB Block Changes Per Sec	CPU Usage Per Sec	Average Active Sessions	Host CPU Usage Per Sec	Consistent Read Gets Per Sec	Logons Per Sec	User Calls Per Sec	Database Time Per Sec
Physical Reads Per Sec	1.000	0.563	0.447	0.288	0.587	0.972	0.138	0.444	0.273	0.497	0.454	0.435	0.677	0.708	0.687	0.585	0.350	0.343	0.708
Physical Writes Per Sec	0.563	1.000	0.214	0.125	0.419	0.655	0.169	0.335	0.299	0.416	0.670	0.629	0.427	0.480	0.453	0.388	0.088	0.022	0.480
Hard Parse Count Per Sec	0.447	0.214	1.000	0.809	0.600	0.409	0.037	0.489	0.207	0.488	0.265	0.266	0.649	0.638	0.634	0.616	0.415	0.681	0.638
User Rollbacks Per Sec	0.288	0.125	0.809	1.000	0.473	0.255	-0.048	0.444	0.133	0.387	0.156	0.184	0.517	0.512	0.485	0.489	0.349	0.694	0.512
Logical Reads Per Sec	0.587	0.419	0.600	0.473	1.000	0.577	0.126	0.684	0.410	0.705	0.542	0.538	0.876	0.854	0.859	0.991	0.388	0.576	0.854
I/O Megabytes per Second	0.972	0.655	0.409	0.255	0.577	1.000	0.161	0.439	0.293	0.507	0.540	0.508	0.653	0.691	0.667	0.568	0.303	0.273	0.691
DBWR Checkpoints Per Sec	0.138	0.169	0.037	-0.048	0.126	0.161	1.000	0.178	0.480	0.256	0.288	0.221	0.107	0.179	0.167	0.124	-0.058	-0.013	0.179
User Commits Per Sec	0.444	0.335	0.489	0.444	0.684	0.439	0.178	1.000	0.403	0.671	0.536	0.581	0.719	0.741	0.723	0.681	0.320	0.564	0.741
Enqueue Waits Per Sec	0.273	0.299	0.207	0.133	0.410	0.293	0.480	0.403	1.000	0.411	0.493	0.449	0.416	0.483	0.453	0.394	0.080	0.230	0.483
Executions Per Sec	0.497	0.416	0.488	0.387	0.705	0.507	0.256	0.671	0.411	1.000	0.553	0.553	0.728	0.747	0.732	0.705	0.211	0.440	0.747
Redo Generated Per Sec	0.454	0.670	0.265	0.156	0.542	0.540	0.288	0.536	0.493	0.553	1.000	0.905	0.497	0.564	0.529	0.494	0.120	0.144	0.564
DB Block Changes Per Sec	0.435	0.629	0.266	0.184	0.538	0.508	0.221	0.581	0.449	0.553	0.905	1.000	0.493	0.565	0.525	0.483	0.140	0.148	0.565
CPU Usage Per Sec	0.677	0.427	0.649	0.517	0.876	0.653	0.107	0.719	0.416	0.728	0.497	0.493	1.000	0.951	0.976	0.880	0.426	0.700	0.951
Average Active Sessions	0.708	0.480	0.638	0.512	0.854	0.691	0.179	0.741	0.483	0.747	0.564	0.565	0.951	1.000	0.953	0.853	0.439	0.679	1.000
Host CPU Usage Per Sec	0.687	0.453	0.634	0.485	0.859	0.667	0.167	0.723	0.453	0.732	0.529	0.525	0.976	0.953	1.000	0.860	0.435	0.665	0.953
Consistent Read Gets Per Sec	0.585	0.388	0.616	0.489	0.991	0.568	0.124	0.681	0.394	0.705	0.494	0.483	0.880	0.853	0.860	1.000	0.394	0.596	0.853
Logons Per Sec	0.350	0.088	0.415	0.349	0.388	0.303	-0.058	0.320	0.080	0.211	0.120	0.140	0.426	0.439	0.435	0.394	1.000	0.503	0.439
User Calls Per Sec	0.343	0.022	0.681	0.694	0.576	0.273	-0.013	0.564	0.230	0.440	0.144	0.148	0.700	0.679	0.665	0.596	0.503	1.000	0.679
Database Time Per Sec	0.708	0.480	0.638	0.512	0.854	0.691	0.179	0.741	0.483	0.747	0.564	0.565	0.951	1.000	0.953	0.853	0.439	0.679	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Physical Reads Per Sec	Physical Writes Per Sec	Hard Parse Count Per Sec	User Rollbacks Per Sec	Logical Reads Per Sec	I/O Megabytes per Second	DBWR Checkpoints Per Sec	User Commits Per Sec	Enqueue Waits Per Sec	Executions Per Sec	Redo Generated Per Sec	DB Block Changes Per Sec	CPU Usage Per Sec	Average Active Sessions	Host CPU Usage Per Sec	Consistent Read Gets Per Sec	Logons Per Sec	User Calls Per Sec	Database Time Per Sec
BEGIN_TIME
2022-01-18 23:58:26	1040.935383	122.178152	2.892084	11.188233	154055.379276	10.394976	0.462733	141.827797	28.639894	19780.069410	4.148875e+05	1769.327384	301.369693	3.879906	774.136506	150213.320112	6.329532	13425.169393	387.990631
2022-01-18 23:59:27	12549.899227	1819.499496	5.710447	14.108163	276963.856231	128.199530	0.940544	149.160228	48.102116	21285.085657	7.761466e+06	58089.654014	442.229078	7.687122	1205.693651	184386.362110	9.640578	14033.758818	768.712205
2022-01-19 00:00:26	9606.647971	1721.972946	5.658199	16.859122	391931.689211	168.294292	0.643352	177.911580	52.045530	27559.105906	1.211130e+07	90884.295612	542.977108	9.615492	1310.640053	231994.704718	5.509733	14894.044870	961.549249
2022-01-19 00:01:27	3311.882353	245.193277	5.327731	19.042017	152066.218487	37.075630	0.722689	179.932773	43.899160	22191.294118	9.614030e+05	4837.731092	358.995771	5.457839	860.605042	145772.016807	4.739496	16483.781513	545.783904
2022-01-19 00:02:26	3201.800760	185.412192	4.642326	17.231125	150466.743763	65.603833	0.826037	165.471667	35.866512	21002.081612	4.902696e+05	2005.104907	348.852800	5.714846	1008.111680	147427.358335	0.759954	15481.926318	571.484649
2022-01-19 00:03:27	1086.460608	144.683353	2.418948	20.964220	178012.094742	50.965900	1.545439	155.921384	45.002520	20691.113724	5.042981e+05	2063.413405	319.560653	4.892850	991.718461	173308.483118	4.249958	14362.489501	489.285004
2022-01-19 00:04:26	49554.033205	1001.593158	3.605568	16.652692	212992.017441	424.014758	3.521717	151.869864	50.981050	19396.444743	2.909274e+06	2066.258595	527.430676	8.518126	1341.791045	208727.284924	6.506792	13152.641288	851.812583
2022-01-19 00:05:26	49978.669308	2463.760938	2.740631	13.554565	221270.827142	521.660888	0.660393	144.460954	67.508668	19182.350999	2.668733e+07	18912.068681	534.294392	8.966247	1233.250784	200960.739640	5.365693	12018.276374	896.624720
2022-01-19 00:06:27	50296.325503	1936.929530	2.533557	14.899329	222612.030201	456.577181	0.587248	129.244966	62.852349	18681.241611	2.548412e+07	21826.258389	575.408589	9.296356	1286.057047	200538.003356	1.291946	12083.708054	929.635612
2022-01-19 00:07:26	51088.213992	2771.769547	3.884774	14.699588	183556.905350	524.460905	0.329218	137.958848	54.831276	18863.621399	2.192927e+07	15784.197531	593.752270	9.281192	1279.555556	165636.559671	6.419753	12994.452675	928.119162

	Physical Reads Per Sec	Physical Writes Per Sec	Hard Parse Count Per Sec	User Rollbacks Per Sec	Logical Reads Per Sec	I/O Megabytes per Second	DBWR Checkpoints Per Sec	User Commits Per Sec	Enqueue Waits Per Sec	Executions Per Sec	Redo Generated Per Sec	DB Block Changes Per Sec	CPU Usage Per Sec	Average Active Sessions	Host CPU Usage Per Sec	Consistent Read Gets Per Sec	Logons Per Sec	User Calls Per Sec	Database Time Per Sec
BEGIN_TIME
2022-03-14 23:49:26	13573.765891	161.499092	2.476474	6.323262	275337.642397	108.717187	2.096748	165.758626	14.842331	6366.567608	402607.561499	1757.041440	605.166383	8.658070	1185.917121	272277.992405	3.334984	11657.272577	865.807022
2022-03-14 23:50:27	7350.050352	84.038268	2.030883	8.106747	449931.369587	59.214502	2.198724	156.797583	12.504196	6594.075193	380597.515945	1667.908694	645.314305	8.018055	1349.882511	447709.969789	2.014099	11927.777778	801.805487
2022-03-14 23:51:26	6776.124161	83.322148	1.375839	7.466443	253525.755034	54.664430	2.432886	149.614094	12.617450	5674.328859	376576.778523	1584.244966	540.348378	6.933307	1180.234899	251011.828859	1.979866	10575.822148	693.330661
2022-03-14 23:52:26	4433.971608	99.719379	1.271047	6.190162	200935.473754	36.480687	2.971278	141.548366	12.479366	6298.679432	383122.020469	1516.639155	499.202110	6.398113	1006.272697	198647.920106	3.218884	11160.019809	639.811317
2022-03-14 23:53:27	6003.540268	106.073826	2.701342	7.869128	207358.137584	48.741611	0.989933	151.023490	8.741611	6496.845638	402484.362416	1643.993289	514.495718	6.909528	1169.110738	205136.963087	5.872483	11714.496644	690.952760
2022-03-14 23:54:26	8120.699901	132.271377	1.469132	6.718389	287542.604820	108.781776	1.881809	138.593595	26.791020	6242.538792	420703.004292	1609.722681	520.364698	7.000664	1021.706834	285322.994388	5.051172	10914.278640	700.066392
2022-03-14 23:55:27	9069.676120	418.996476	1.459977	6.343346	269653.062594	75.398557	2.198355	142.641383	35.794596	5849.236449	475974.492364	1732.555798	568.950205	7.516520	1316.932371	266810.740057	3.574425	10931.448230	751.652002
2022-03-14 23:56:26	5383.719758	107.963710	1.041667	6.199597	302707.913306	44.035618	2.100134	138.222446	44.002016	6015.742608	433960.013441	1701.881720	543.019770	7.052288	1159.442204	298996.219758	2.604167	11200.151210	705.228842
2022-03-14 23:57:26	5573.279419	118.814986	1.287341	9.291962	231318.138307	45.684106	1.320350	137.266876	42.977389	7217.758706	408141.541508	1771.645486	517.572000	7.515726	1108.219178	228151.196567	4.406668	13047.598614	751.572578
2022-03-14 23:58:26	4055.893728	74.037330	1.059358	9.500589	240131.108122	33.159576	2.219607	118.143602	65.881957	5686.951404	316929.073482	1377.047251	459.856156	5.855503	986.446948	238166.554565	3.211703	9752.177569	585.550326

Overview

Variables

Interactions

Correlations

Missing values

Sample